Identification and Quantification of Trace Metal Speciation in Sediments Using Hyperspectral Imaging

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Authors: Kévin Humbert, Kévin Jacq, Maxime Debret, Mélanie Mignot, Florence Portet‐Koltalo
Cited by: 0
References: 47

Abstract

Sediment contamination by trace elements (TE) is a major environmental issue. In particular, TE speciation is of great importance because the form of the TE determines their mobility, bioavailability, and consequently their potential toxicity. Characterizing the chemical speciation of TEs can be complex and costly with current analytical methods. Non-destructive spectroscopic methods, which require limited sample preparation, are therefore useful tools for characterizing and possibly quantifying TEs in complex sedimentary matrices. Thus, this study explores the potential of visible and near-infrared hyperspectral imaging (HSI) to estimate the speciation of some TEs in sediments based on their spectral properties. Standard ranges of sixteen chemical species of six TEs, i.e., arsenic (As), cadmium (Cd), copper (Cu), nickel (Ni), lead (Pb), and zinc (Zn), were produced using three model sediment matrices (clay, silt, and organic matter). The results obtained show specific absorptions for each of the TE species, and nine of them could be quantified with detection limits of around 1 g/kg in the visible range and around 10 g/kg in the short-wave infrared range. This approach enables a more accurate and rapid assessment of environmental risk using HSI, in addition to conventional analytical methods.

Fields of Study & Subjects

Spectroscopy and Chemometric Analyses Heavy metals in environment Remote-Sensing Image Classification

Publication details

Journal / source
Applied Spectroscopy
Volume
80
Issue
4
Pages
377–390
Publication date
2 February 2026
Language
EN